Data & Automation
Inside the Real-Time Digital Twin: The Layered Architecture Behind Predictive Maintenance and Where Its Failures Live
A real-time digital twin for predictive maintenance is a layered architecture comprising physical assets, communication, edge computing, and cloud platforms. Understanding which layer is responsible for specific failures is crucial for effective troubleshooting and implementation.
Helena Strauss·October 18, 2026